diff --git a/bob/bio/face/config/database/replay.py b/bob/bio/face/config/database/replay.py
new file mode 100644
index 0000000000000000000000000000000000000000..46f088cc21607d0ce6cf1c26fb43467290cf1af2
--- /dev/null
+++ b/bob/bio/face/config/database/replay.py
@@ -0,0 +1,17 @@
+#!/usr/bin/env python
+
+from bob.bio.face.database import ReplayBioDatabase
+
+replay_attack_directory = "[YOUR_REPLAY_ATTACK_DIRECTORY]"
+
+replay_licit = ReplayBioDatabase(
+ original_directory=replay_attack_directory,
+ original_extension=".mov",
+ protocol='grandtest-licit',
+)
+
+replay_spoof = ReplayBioDatabase(
+ original_directory=replay_attack_directory,
+ original_extension=".mov",
+ protocol='grandtest-spoof',
+)
diff --git a/bob/bio/face/database/replay.py b/bob/bio/face/database/replay.py
index 3a98d01959dcb949a3329b6bfc2a17da59b4e27f..c85baba961811f85f141e08cc808a10edd233ddb 100644
--- a/bob/bio/face/database/replay.py
+++ b/bob/bio/face/database/replay.py
@@ -11,12 +11,25 @@
"""
from .database import FaceBioFile
-from bob.bio.base.database import BioDatabase, BioFile
+from bob.bio.base.database import BioDatabase
+
+
+class ReplayBioFile(FaceBioFile):
+ """docstring for ReplayBioFile"""
+ def __init__(self, f):
+ super(FaceBioFile, self).__init__(client_id=f.client_id, path=f.path, file_id=f.id)
+ self._f = f
+
+ def load(self, directory=None, extension=None):
+ video = self._f.load(directory, extension)
+ # just return the 10th frame.
+ return video[10]
class ReplayBioDatabase(BioDatabase):
"""
Implements verification API for querying Replay database.
+ This database only loads the 10th image from the video files
"""
__doc__ = __doc__
@@ -44,15 +57,13 @@ class ReplayBioDatabase(BioDatabase):
self.__db.groups(), self.low_level_group_names, self.high_level_group_names)
def annotations(self, file):
- """Will return the bounding box annotation of all frames of the video."""
- # fn = 10 # 10th frame number
- annots = file.bbx(directory=self.original_directory)
+ """Will return the bounding box annotation of 10th frame of the video."""
+ fn = 10 # 10th frame number
+ annots = file._f.bbx(directory=self.original_directory)
# bob uses the (y, x) format
- annotations = dict()
- for i in range(annots.shape[0]):
- topleft = (annots[i][2], annots[i][1])
- bottomright = (annots[i][2] + annots[i][4], annots[i][1] + annots[i][3])
- annotations[str(i)] = {'topleft': topleft, 'bottomright': bottomright}
+ topleft = (annots[fn][2], annots[fn][1])
+ bottomright = (annots[fn][2] + annots[fn][4], annots[fn][1] + annots[fn][3])
+ annotations = {'topleft': topleft, 'bottomright': bottomright}
return annotations
def model_ids_with_protocol(self, groups=None, protocol=None, **kwargs):
@@ -106,9 +117,9 @@ class ReplayBioDatabase(BioDatabase):
retval = []
for f in objects:
if f.is_real():
- retval.append(FaceBioFile(client_id=f.client_id, path=f.path, file_id=f.id))
+ retval.append(ReplayBioFile(f))
else:
- temp = FaceBioFile(client_id=f.client_id, path=f.path, file_id=f.id)
+ temp = ReplayBioFile(f)
temp.client_id = 'attack'
retval.append(temp)
return retval
diff --git a/databases.txt b/databases.txt
index 9823c6572d6e6a2a6d44de790afe9c48fbcdf069..492ce304c436924de765bb032180bd2e7ebb44f0 100644
--- a/databases.txt
+++ b/databases.txt
@@ -8,3 +8,4 @@ bob.db.mobio
bob.db.multipie
bob.db.scface
bob.db.xm2vts
+bob.db.replay
diff --git a/develop.cfg b/develop.cfg
index 3abbb042459076b193b8bd46173ec937cd1e5ad0..d70bdd47b3155f232912b0f1dcbced4269391624 100644
--- a/develop.cfg
+++ b/develop.cfg
@@ -15,6 +15,7 @@ eggs = bob.bio.face
bob.db.multipie
bob.db.scface
bob.db.xm2vts
+ bob.db.replay
gridtk
extensions = bob.buildout
@@ -51,6 +52,7 @@ develop = src/bob.extension
src/bob.db.multipie
src/bob.db.scface
src/bob.db.xm2vts
+ src/bob.db.replay
.
; options for bob.buildout
@@ -90,6 +92,7 @@ bob.db.mobio = git https://gitlab.idiap.ch/bob/bob.db.mobio
bob.db.multipie = git https://gitlab.idiap.ch/bob/bob.db.multipie
bob.db.scface = git https://gitlab.idiap.ch/bob/bob.db.scface
bob.db.xm2vts = git https://gitlab.idiap.ch/bob/bob.db.xm2vts
+bob.db.replay = git https://gitlab.idiap.ch/bob/bob.db.replay
[scripts]
recipe = bob.buildout:scripts
diff --git a/doc/implementation.rst b/doc/implementation.rst
index 186b51c8907e072dd5ad22a284a466a6df4036f4..88490b215cf04a4e55c8d5e3c368aff8be8b378b 100644
--- a/doc/implementation.rst
+++ b/doc/implementation.rst
@@ -151,6 +151,10 @@ Here is the list of files and replacement strings for all databases that are reg
- Images: ``[YOUR_MULTI-PIE_IMAGE_DIRECTORY]``
- Annotations: ``[YOUR_MULTI-PIE_ANNOTATION_DIRECTORY]``
+* Replay Attack ``'replay-img-licit'``, ``'replay-img-spoof'``
+
+ - Complete directory: ``[YOUR_REPLAY_ATTACK_DIRECTORY]``
+
* SC face: ``'scface'``
- Images: ``[YOUR_SC_FACE_DIRECTORY]``
@@ -159,7 +163,6 @@ Here is the list of files and replacement strings for all databases that are reg
- Images: ``[YOUR_XM2VTS_DIRECTORY]``
-
You can use the ``./bin/databases.py`` script to list, which data directories are correctly set up.
In order to view the annotations inside your database on top of the images, you can use the ``./bin/display_face_annotations.py`` script that is provided.
diff --git a/setup.py b/setup.py
index 9b3d0d742085387f65e024a751de79c97d7b5dba..992fe08e2f11eb033e5709c0860b87c881197969 100644
--- a/setup.py
+++ b/setup.py
@@ -122,6 +122,8 @@ setup(
'multipie-pose = bob.bio.face.config.database.multipie_pose:database',
'scface = bob.bio.face.config.database.scface:database',
'xm2vts = bob.bio.face.config.database.xm2vts:database',
+ 'replay-img-licit = bob.bio.face.config.database.replay:replay_licit',
+ 'replay-img-spoof = bob.bio.face.config.database.replay:replay_spoof',
],
'bob.bio.preprocessor': [